机器学习方向研究生创新能力培养

摘要

Machine learning, as a major for postgraduates, re-quires postgraduates' strong innovation ability in machine learn-ing computation and relevant fields of application, because of its characteristics of basic research and application basis research. Therefore, combined with the requirements for the innovation of postgraduates majoring in machine learning, this paper explores the cultivation of postgraduates' innovation ability from theory basis learning, literature retrieval, topic selection of thesis, com-munication and cooperation, and makes beneficial attempts to improve the innovation ability and cultivation quality of postgrad-uates majoring in machine learning.%机器学习作为研究生所研究的一个方向，由于其基础研究和应用基础研究的特点，要求研究生在机器学习算法及在相关的应用领域必须具有较强的创新能力。因此，本文结合机器学习方向研究生的创新要求，从理论基础学习、文献查阅、论文选题以及交流合作等不同方面探讨研究生的创新能力培养，为提高机器学习方向研究生的创新水平和培养质量进行有益尝试。